# AI误读抗菌药物敏感性报告，将‘R’解释为‘耐药’，而该菌株实际上对该抗生素敏感，导致抗生素选择不当

- **ID:** `medical/antibiotic-sensitivity-misread`
- **领域:** medical
- **类别:** data_error
- **错误码:** `ANTIBIOGRAM_MISREAD_R`
- **验证级别:** ai_generated
- **修复率:** 80%

## 根因

抗菌药物敏感性报告使用标准缩写：S（敏感）、I（中介）、R（耐药）。AI可能将‘R’误解为‘耐药’，而报告使用了不同的缩写方案（例如，某些系统中‘R’表示‘敏感性降低’，或者菌株实际上敏感但AI对齐了错误列）。

## 解决方案

1. ```
   Cross-check the antibiogram with the organism's known susceptibility patterns. Use a standard reference (e.g., CLSI M100 or EUCAST breakpoints) to verify. Example: if the report shows 'E. coli: Ampicillin R' but the organism is known to be susceptible, re-read the report carefully for column alignment or consult the lab for clarification.
   ```
2. ```
   If the report uses non-standard abbreviations (e.g., 'R' for 'Reduced'), re-interpret using the lab's specific key. Contact the microbiology lab if unsure.
   ```

## 无效尝试

- **** — In some systems (e.g., EUCAST), 'R' may indicate 'Reduced susceptibility' or the report may have a different column order; misinterpreting leads to using broader-spectrum antibiotics unnecessarily, promoting resistance. (90% 失败率)
- **** — Empiric therapy may be inappropriate for the specific organism, leading to treatment failure or adverse effects. (85% 失败率)
- **** — Delays treatment unnecessarily; the original report may be correct but misread. (70% 失败率)